Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 539040 |
| Missing cells | 109561 |
| Missing cells (%) | 0.8% |
| Duplicate rows | 591 |
| Duplicate rows (%) | 0.1% |
| Total size in memory | 123.1 MiB |
| Average record size in memory | 239.4 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 12 |
| Dataset has 591 (0.1%) duplicate rows | Duplicates |
month has a high cardinality: 251 distinct values | High cardinality |
block has a high cardinality: 2475 distinct values | High cardinality |
street_name has a high cardinality: 553 distinct values | High cardinality |
resale_price is highly overall correlated with floor_area_sqm | High correlation |
distance_to_mrt_km is highly overall correlated with distance_to_mrt_bins | High correlation |
population_count is highly overall correlated with adult_count and 8 other fields | High correlation |
adult_count is highly overall correlated with population_count and 8 other fields | High correlation |
children_count is highly overall correlated with population_count and 8 other fields | High correlation |
senior_citizen_count is highly overall correlated with population_count and 8 other fields | High correlation |
teenager_count is highly overall correlated with population_count and 9 other fields | High correlation |
young_adult_count is highly overall correlated with population_count and 8 other fields | High correlation |
female_count is highly overall correlated with population_count and 8 other fields | High correlation |
male_count is highly overall correlated with population_count and 8 other fields | High correlation |
male_female_ratio is highly overall correlated with male_female_ratio_bins | High correlation |
floor_area_sqm is highly overall correlated with resale_price and 2 other fields | High correlation |
lease_commence_date is highly overall correlated with floor_area_sqm | High correlation |
distance_to_mrt_bins is highly overall correlated with distance_to_mrt_km and 1 other fields | High correlation |
codes_name is highly overall correlated with distance_to_mrt_bins and 1 other fields | High correlation |
male_female_ratio_bins is highly overall correlated with teenager_count and 2 other fields | High correlation |
population_bins is highly overall correlated with population_count and 9 other fields | High correlation |
town is highly overall correlated with population_count and 9 other fields | High correlation |
flat_type is highly overall correlated with floor_area_sqm and 1 other fields | High correlation |
flat_model is highly overall correlated with flat_type | High correlation |
mrt_counts is highly imbalanced (89.9%) | Imbalance |
distance_to_mrt_bins is highly imbalanced (72.6%) | Imbalance |
male_female_ratio_bins is highly imbalanced (82.8%) | Imbalance |
resale_price has 107623 (20.0%) missing values | Missing |
Reproduction
| Analysis started | 2023-03-18 03:49:15.225746 |
|---|---|
| Analysis finished | 2023-03-18 03:50:08.898318 |
| Duration | 53.67 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
resale_price
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 6404 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 107623 |
| Missing (%) | 20.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 301820.82 |
| Minimum | 29700 |
|---|---|
| Maximum | 1123200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 MiB |
Quantile statistics
| Minimum | 29700 |
|---|---|
| 5-th percentile | 131400 |
| Q1 | 205200 |
| median | 283950 |
| Q3 | 373500 |
| 95-th percentile | 544500 |
| Maximum | 1123200 |
| Range | 1093500 |
| Interquartile range (IQR) | 168300 |
Descriptive statistics
| Standard deviation | 129867.22 |
|---|---|
| Coefficient of variation (CV) | 0.43027921 |
| Kurtosis | 1.4120769 |
| Mean | 301820.82 |
| Median Absolute Deviation (MAD) | 83250 |
| Skewness | 0.99009256 |
| Sum | 1.3021063 × 1011 |
| Variance | 1.6865496 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 270000 | 3773 | 0.7% |
| 315000 | 3713 | 0.7% |
| 252000 | 3606 | 0.7% |
| 288000 | 3604 | 0.7% |
| 360000 | 3511 | 0.7% |
| 342000 | 3476 | 0.6% |
| 324000 | 3418 | 0.6% |
| 297000 | 3369 | 0.6% |
| 225000 | 3312 | 0.6% |
| 243000 | 3161 | 0.6% |
| Other values (6394) | 396474 | |
| (Missing) | 107623 | 20.0% |
| Value | Count | Frequency (%) |
| 29700 | 1 | < 0.1% |
| 31500 | 2 | < 0.1% |
| 32400 | 1 | < 0.1% |
| 33300 | 3 | |
| 34200 | 3 | |
| 36000 | 3 | |
| 36900 | 3 | |
| 37800 | 2 | < 0.1% |
| 38700 | 7 | |
| 39150 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1123200 | 1 | < 0.1% |
| 1108800 | 1 | < 0.1% |
| 1087200 | 2 | |
| 1084500 | 1 | < 0.1% |
| 1080000 | 3 | |
| 1068199.2 | 1 | < 0.1% |
| 1062000 | 1 | < 0.1% |
| 1053000 | 2 | |
| 1051200 | 1 | < 0.1% |
| 1044799.2 | 1 | < 0.1% |
distance_to_mrt_km
Real number (ℝ)
| Distinct | 9145 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.65271469 |
| Minimum | 0.022112447 |
|---|---|
| Maximum | 3.5157764 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 MiB |
Quantile statistics
| Minimum | 0.022112447 |
|---|---|
| 5-th percentile | 0.16585551 |
| Q1 | 0.36758768 |
| median | 0.58811823 |
| Q3 | 0.86051038 |
| 95-th percentile | 1.3991688 |
| Maximum | 3.5157764 |
| Range | 3.4936639 |
| Interquartile range (IQR) | 0.4929227 |
Descriptive statistics
| Standard deviation | 0.38384447 |
|---|---|
| Coefficient of variation (CV) | 0.58807389 |
| Kurtosis | 1.7324037 |
| Mean | 0.65271469 |
| Median Absolute Deviation (MAD) | 0.24082632 |
| Skewness | 1.0947081 |
| Sum | 351839.33 |
| Variance | 0.14733658 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8804880701 | 413 | 0.1% |
| 0.8806170356 | 396 | 0.1% |
| 1.009626078 | 394 | 0.1% |
| 0.9620735662 | 387 | 0.1% |
| 0.8084054236 | 385 | 0.1% |
| 0.9636654817 | 359 | 0.1% |
| 1.213218379 | 356 | 0.1% |
| 1.170511977 | 350 | 0.1% |
| 0.6498798611 | 297 | 0.1% |
| 0.4245036351 | 292 | 0.1% |
| Other values (9135) | 535411 |
| Value | Count | Frequency (%) |
| 0.02211244716 | 80 | |
| 0.02648832499 | 39 | |
| 0.03602304855 | 38 | |
| 0.03905292277 | 4 | < 0.1% |
| 0.04148001859 | 10 | < 0.1% |
| 0.0434819053 | 36 | < 0.1% |
| 0.04348866364 | 39 | |
| 0.04372690318 | 92 | |
| 0.04389555737 | 80 | |
| 0.04432644791 | 94 |
| Value | Count | Frequency (%) |
| 3.515776371 | 26 | < 0.1% |
| 3.491570856 | 86 | |
| 3.454113187 | 30 | < 0.1% |
| 2.150380755 | 120 | |
| 2.123572473 | 68 | |
| 2.101792667 | 93 | |
| 2.095430751 | 51 | |
| 2.089538192 | 50 | |
| 2.080300714 | 68 | |
| 2.080200347 | 66 |
mrt_counts
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.2 MiB |
| 1 | |
|---|---|
| 2 | 7124 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 539040 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 531916 | |
| 2 | 7124 | 1.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 531916 | |
| 2 | 7124 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 531916 | |
| 2 | 7124 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 539040 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 531916 | |
| 2 | 7124 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 539040 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 531916 | |
| 2 | 7124 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 539040 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 531916 | |
| 2 | 7124 | 1.3% |
distance_to_mrt_bins
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.2 MiB |
| 0 | |
|---|---|
| 1 | 47621 |
| 2 | 142 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 539040 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 491277 | |
| 1 | 47621 | 8.8% |
| 2 | 142 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 491277 | |
| 1 | 47621 | 8.8% |
| 2 | 142 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 491277 | |
| 1 | 47621 | 8.8% |
| 2 | 142 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 539040 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 491277 | |
| 1 | 47621 | 8.8% |
| 2 | 142 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 539040 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 491277 | |
| 1 | 47621 | 8.8% |
| 2 | 142 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 539040 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 491277 | |
| 1 | 47621 | 8.8% |
| 2 | 142 | < 0.1% |
codes_name
Categorical
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.2 MiB |
| NS | |
|---|---|
| EW | |
| DT | |
| NE | |
| BP | |
| Other values (9) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1078080 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | EW |
|---|---|
| 2nd row | EW |
| 3rd row | EW |
| 4th row | EW |
| 5th row | EW |
Common Values
| Value | Count | Frequency (%) |
| NS | 168124 | |
| EW | 158306 | |
| DT | 56264 | 10.4% |
| NE | 48480 | 9.0% |
| BP | 31571 | 5.9% |
| CC | 31076 | 5.8% |
| SE | 12642 | 2.3% |
| SW | 12041 | 2.2% |
| PE | 10370 | 1.9% |
| TE | 7726 | 1.4% |
| Other values (4) | 2440 | 0.5% |
Length
| Value | Count | Frequency (%) |
| ns | 168124 | |
| ew | 158306 | |
| dt | 56264 | 10.4% |
| ne | 48480 | 9.0% |
| bp | 31571 | 5.9% |
| cc | 31076 | 5.8% |
| se | 12642 | 2.3% |
| sw | 12041 | 2.2% |
| pe | 10370 | 1.9% |
| te | 7726 | 1.4% |
| Other values (4) | 2440 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 237524 | |
| N | 216604 | |
| S | 193842 | |
| W | 171448 | |
| T | 65187 | 6.0% |
| C | 62294 | 5.8% |
| D | 56264 | 5.2% |
| P | 43204 | 4.0% |
| B | 31571 | 2.9% |
| G | 142 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1078080 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 237524 | |
| N | 216604 | |
| S | 193842 | |
| W | 171448 | |
| T | 65187 | 6.0% |
| C | 62294 | 5.8% |
| D | 56264 | 5.2% |
| P | 43204 | 4.0% |
| B | 31571 | 2.9% |
| G | 142 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1078080 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 237524 | |
| N | 216604 | |
| S | 193842 | |
| W | 171448 | |
| T | 65187 | 6.0% |
| C | 62294 | 5.8% |
| D | 56264 | 5.2% |
| P | 43204 | 4.0% |
| B | 31571 | 2.9% |
| G | 142 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1078080 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 237524 | |
| N | 216604 | |
| S | 193842 | |
| W | 171448 | |
| T | 65187 | 6.0% |
| C | 62294 | 5.8% |
| D | 56264 | 5.2% |
| P | 43204 | 4.0% |
| B | 31571 | 2.9% |
| G | 142 | < 0.1% |
population_count
Real number (ℝ)
| Distinct | 152 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 200 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42463.732 |
| Minimum | 130 |
|---|---|
| Maximum | 138490 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 MiB |
Quantile statistics
| Minimum | 130 |
|---|---|
| 5-th percentile | 10880 |
| Q1 | 23940 |
| median | 33410 |
| Q3 | 54880 |
| 95-th percentile | 95530 |
| Maximum | 138490 |
| Range | 138360 |
| Interquartile range (IQR) | 30940 |
Descriptive statistics
| Standard deviation | 30253.571 |
|---|---|
| Coefficient of variation (CV) | 0.71245672 |
| Kurtosis | 2.3946358 |
| Mean | 42463.732 |
| Median Absolute Deviation (MAD) | 14910 |
| Skewness | 1.5857473 |
| Sum | 2.2881157 × 1010 |
| Variance | 9.1527858 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 138490 | 24506 | 4.5% |
| 95530 | 20286 | 3.8% |
| 85930 | 15274 | 2.8% |
| 78150 | 13356 | 2.5% |
| 57890 | 12221 | 2.3% |
| 68240 | 10588 | 2.0% |
| 70930 | 10064 | 1.9% |
| 56880 | 9752 | 1.8% |
| 59510 | 9300 | 1.7% |
| 50130 | 8995 | 1.7% |
| Other values (142) | 404498 |
| Value | Count | Frequency (%) |
| 130 | 46 | < 0.1% |
| 810 | 142 | |
| 910 | 89 | < 0.1% |
| 1210 | 175 | |
| 1490 | 313 | |
| 1520 | 174 | |
| 1580 | 246 | |
| 2080 | 321 | |
| 2330 | 99 | < 0.1% |
| 2440 | 215 |
| Value | Count | Frequency (%) |
| 138490 | 24506 | |
| 95530 | 20286 | |
| 85930 | 15274 | |
| 78150 | 13356 | |
| 70930 | 10064 | |
| 68240 | 10588 | |
| 59830 | 6958 | 1.3% |
| 59510 | 9300 | 1.7% |
| 57890 | 12221 | |
| 56880 | 9752 | 1.8% |
adult_count
Real number (ℝ)
| Distinct | 151 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 200 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22472.908 |
| Minimum | 20 |
|---|---|
| Maximum | 72740 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 5920 |
| Q1 | 12660 |
| median | 17440 |
| Q3 | 29740 |
| 95-th percentile | 50520 |
| Maximum | 72740 |
| Range | 72720 |
| Interquartile range (IQR) | 17080 |
Descriptive statistics
| Standard deviation | 15954.547 |
|---|---|
| Coefficient of variation (CV) | 0.70994581 |
| Kurtosis | 2.2697044 |
| Mean | 22472.908 |
| Median Absolute Deviation (MAD) | 7720 |
| Skewness | 1.5554882 |
| Sum | 1.2109302 × 1010 |
| Variance | 2.5454755 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 72740 | 24506 | 4.5% |
| 50520 | 20286 | 3.8% |
| 45400 | 15274 | 2.8% |
| 40960 | 13356 | 2.5% |
| 31660 | 12221 | 2.3% |
| 37740 | 10588 | 2.0% |
| 16570 | 10283 | 1.9% |
| 37240 | 10064 | 1.9% |
| 30600 | 9752 | 1.8% |
| 30090 | 9300 | 1.7% |
| Other values (141) | 403210 |
| Value | Count | Frequency (%) |
| 20 | 46 | < 0.1% |
| 440 | 142 | |
| 490 | 89 | < 0.1% |
| 590 | 175 | |
| 800 | 174 | |
| 830 | 313 | |
| 890 | 246 | |
| 1140 | 321 | |
| 1180 | 215 | |
| 1250 | 99 | < 0.1% |
| Value | Count | Frequency (%) |
| 72740 | 24506 | |
| 50520 | 20286 | |
| 45400 | 15274 | |
| 40960 | 13356 | |
| 37740 | 10588 | |
| 37240 | 10064 | |
| 31990 | 6958 | 1.3% |
| 31660 | 12221 | |
| 30600 | 9752 | 1.8% |
| 30090 | 9300 | 1.7% |
children_count
Real number (ℝ)
| Distinct | 134 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 246 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4147.6129 |
| Minimum | 50 |
|---|---|
| Maximum | 12040 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 MiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 930 |
| Q1 | 2020 |
| median | 3150 |
| Q3 | 6140 |
| 95-th percentile | 11140 |
| Maximum | 12040 |
| Range | 11990 |
| Interquartile range (IQR) | 4120 |
Descriptive statistics
| Standard deviation | 3023.7938 |
|---|---|
| Coefficient of variation (CV) | 0.72904436 |
| Kurtosis | 0.6933565 |
| Mean | 4147.6129 |
| Median Absolute Deviation (MAD) | 1630 |
| Skewness | 1.2138311 |
| Sum | 2.234709 × 109 |
| Variance | 9143328.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12040 | 24506 | 4.5% |
| 11140 | 20286 | 3.8% |
| 4780 | 15791 | 2.9% |
| 6960 | 15274 | 2.8% |
| 2820 | 14278 | 2.6% |
| 7240 | 13356 | 2.5% |
| 4830 | 12221 | 2.3% |
| 9060 | 10588 | 2.0% |
| 6470 | 10064 | 1.9% |
| 2330 | 9798 | 1.8% |
| Other values (124) | 392632 |
| Value | Count | Frequency (%) |
| 50 | 142 | < 0.1% |
| 60 | 89 | < 0.1% |
| 70 | 246 | |
| 100 | 321 | |
| 110 | 175 | < 0.1% |
| 120 | 586 | |
| 200 | 215 | < 0.1% |
| 240 | 490 | |
| 290 | 408 | |
| 320 | 87 | < 0.1% |
| Value | Count | Frequency (%) |
| 12040 | 24506 | |
| 11140 | 20286 | |
| 9060 | 10588 | |
| 7800 | 7555 | 1.4% |
| 7240 | 13356 | |
| 7060 | 3574 | 0.7% |
| 6960 | 15274 | |
| 6890 | 6958 | 1.3% |
| 6750 | 7173 | 1.3% |
| 6740 | 6243 | 1.2% |
senior_citizen_count
Real number (ℝ)
| Distinct | 127 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 200 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2595.8679 |
| Minimum | 50 |
|---|---|
| Maximum | 8130 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 MiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 770 |
| Q1 | 1410 |
| median | 2140 |
| Q3 | 3130 |
| 95-th percentile | 7830 |
| Maximum | 8130 |
| Range | 8080 |
| Interquartile range (IQR) | 1720 |
Descriptive statistics
| Standard deviation | 1817.7502 |
|---|---|
| Coefficient of variation (CV) | 0.70024759 |
| Kurtosis | 3.1264898 |
| Mean | 2595.8679 |
| Median Absolute Deviation (MAD) | 820 |
| Skewness | 1.8286929 |
| Sum | 1.3987574 × 109 |
| Variance | 3304215.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8130 | 24506 | 4.5% |
| 2980 | 20286 | 3.8% |
| 7830 | 15274 | 2.8% |
| 880 | 14311 | 2.7% |
| 4260 | 13356 | 2.5% |
| 2160 | 12723 | 2.4% |
| 3850 | 12221 | 2.3% |
| 1410 | 10370 | 1.9% |
| 2770 | 10064 | 1.9% |
| 3550 | 9752 | 1.8% |
| Other values (117) | 395977 |
| Value | Count | Frequency (%) |
| 50 | 115 | < 0.1% |
| 70 | 89 | < 0.1% |
| 90 | 46 | < 0.1% |
| 100 | 316 | 0.1% |
| 140 | 175 | < 0.1% |
| 190 | 1059 | |
| 200 | 87 | < 0.1% |
| 240 | 246 | < 0.1% |
| 260 | 1364 | |
| 310 | 100 | < 0.1% |
| Value | Count | Frequency (%) |
| 8130 | 24506 | |
| 7830 | 15274 | |
| 5320 | 5072 | 0.9% |
| 4260 | 13356 | |
| 4130 | 4291 | 0.8% |
| 3980 | 4014 | 0.7% |
| 3850 | 12221 | |
| 3770 | 3729 | 0.7% |
| 3700 | 4085 | 0.8% |
| 3580 | 3940 | 0.7% |
teenager_count
Real number (ℝ)
| Distinct | 137 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 246 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5233.5191 |
| Minimum | 80 |
|---|---|
| Maximum | 16780 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 MiB |
Quantile statistics
| Minimum | 80 |
|---|---|
| 5-th percentile | 1030 |
| Q1 | 2470 |
| median | 3950 |
| Q3 | 6480 |
| 95-th percentile | 14940 |
| Maximum | 16780 |
| Range | 16700 |
| Interquartile range (IQR) | 4010 |
Descriptive statistics
| Standard deviation | 4059.6597 |
|---|---|
| Coefficient of variation (CV) | 0.77570361 |
| Kurtosis | 1.5546525 |
| Mean | 5233.5191 |
| Median Absolute Deviation (MAD) | 2030 |
| Skewness | 1.4393882 |
| Sum | 2.8197887 × 109 |
| Variance | 16480837 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16780 | 24506 | 4.5% |
| 14940 | 20286 | 3.8% |
| 9100 | 15274 | 2.8% |
| 9730 | 13356 | 2.5% |
| 6480 | 12221 | 2.3% |
| 8320 | 10588 | 2.0% |
| 10130 | 10064 | 1.9% |
| 6730 | 9752 | 1.8% |
| 8970 | 9300 | 1.7% |
| 5360 | 8995 | 1.7% |
| Other values (127) | 404452 |
| Value | Count | Frequency (%) |
| 80 | 335 | |
| 90 | 142 | < 0.1% |
| 110 | 313 | |
| 120 | 496 | |
| 140 | 99 | < 0.1% |
| 160 | 174 | < 0.1% |
| 240 | 215 | |
| 270 | 408 | |
| 340 | 490 | |
| 380 | 115 | < 0.1% |
| Value | Count | Frequency (%) |
| 16780 | 24506 | |
| 14940 | 20286 | |
| 10130 | 10064 | |
| 9730 | 13356 | |
| 9100 | 15274 | |
| 8970 | 9300 | 1.7% |
| 8320 | 10588 | |
| 8210 | 6958 | 1.3% |
| 7420 | 7173 | 1.3% |
| 6730 | 9752 | 1.8% |
young_adult_count
Real number (ℝ)
| Distinct | 134 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 246 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6165.5605 |
| Minimum | 80 |
|---|---|
| Maximum | 22580 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 MiB |
Quantile statistics
| Minimum | 80 |
|---|---|
| 5-th percentile | 1240 |
| Q1 | 3170 |
| median | 4610 |
| Q3 | 8140 |
| 95-th percentile | 13590 |
| Maximum | 22580 |
| Range | 22500 |
| Interquartile range (IQR) | 4970 |
Descriptive statistics
| Standard deviation | 4876.7097 |
|---|---|
| Coefficient of variation (CV) | 0.79095967 |
| Kurtosis | 3.3882877 |
| Mean | 6165.5605 |
| Median Absolute Deviation (MAD) | 2110 |
| Skewness | 1.7927531 |
| Sum | 3.321967 × 109 |
| Variance | 23782297 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22580 | 24506 | 4.5% |
| 13590 | 20286 | 3.8% |
| 11290 | 15274 | 2.8% |
| 12630 | 13356 | 2.5% |
| 8480 | 12221 | 2.3% |
| 5320 | 11332 | 2.1% |
| 8810 | 10588 | 2.0% |
| 2290 | 10492 | 1.9% |
| 11690 | 10064 | 1.9% |
| 5220 | 9855 | 1.8% |
| Other values (124) | 400820 |
| Value | Count | Frequency (%) |
| 80 | 142 | < 0.1% |
| 150 | 823 | |
| 220 | 321 | 0.1% |
| 240 | 99 | < 0.1% |
| 270 | 174 | < 0.1% |
| 290 | 215 | < 0.1% |
| 320 | 408 | |
| 390 | 100 | < 0.1% |
| 440 | 605 | |
| 460 | 412 |
| Value | Count | Frequency (%) |
| 22580 | 24506 | |
| 13590 | 20286 | |
| 12630 | 13356 | |
| 11690 | 10064 | |
| 11290 | 15274 | |
| 10450 | 9300 | 1.7% |
| 8810 | 10588 | |
| 8620 | 7555 | 1.4% |
| 8480 | 12221 | |
| 8440 | 8995 | 1.7% |
female_count
Real number (ℝ)
| Distinct | 146 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 200 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21490.697 |
| Minimum | 80 |
|---|---|
| Maximum | 70600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 MiB |
Quantile statistics
| Minimum | 80 |
|---|---|
| 5-th percentile | 5600 |
| Q1 | 12470 |
| median | 16840 |
| Q3 | 27770 |
| 95-th percentile | 47670 |
| Maximum | 70600 |
| Range | 70520 |
| Interquartile range (IQR) | 15300 |
Descriptive statistics
| Standard deviation | 15300.608 |
|---|---|
| Coefficient of variation (CV) | 0.71196428 |
| Kurtosis | 2.5725574 |
| Mean | 21490.697 |
| Median Absolute Deviation (MAD) | 7420 |
| Skewness | 1.6242185 |
| Sum | 1.1580047 × 1010 |
| Variance | 2.3410862 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 70600 | 24506 | 4.5% |
| 47670 | 20286 | 3.8% |
| 43950 | 15274 | 2.8% |
| 39520 | 13356 | 2.5% |
| 29080 | 12221 | 2.3% |
| 17890 | 11402 | 2.1% |
| 33940 | 10588 | 2.0% |
| 34890 | 10064 | 1.9% |
| 28490 | 9752 | 1.8% |
| 29980 | 9300 | 1.7% |
| Other values (136) | 402091 |
| Value | Count | Frequency (%) |
| 80 | 46 | < 0.1% |
| 390 | 142 | |
| 450 | 89 | < 0.1% |
| 640 | 175 | |
| 760 | 174 | |
| 780 | 313 | |
| 820 | 246 | |
| 1090 | 321 | |
| 1200 | 215 | |
| 1220 | 99 | < 0.1% |
| Value | Count | Frequency (%) |
| 70600 | 24506 | |
| 47670 | 20286 | |
| 43950 | 15274 | |
| 39520 | 13356 | |
| 34890 | 10064 | |
| 33940 | 10588 | |
| 30240 | 6958 | 1.3% |
| 29980 | 9300 | 1.7% |
| 29080 | 12221 | |
| 28490 | 9752 | 1.8% |
male_count
Real number (ℝ)
| Distinct | 145 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 200 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20973.036 |
| Minimum | 50 |
|---|---|
| Maximum | 67890 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 MiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 5380 |
| Q1 | 11920 |
| median | 16320 |
| Q3 | 27200 |
| 95-th percentile | 47860 |
| Maximum | 67890 |
| Range | 67840 |
| Interquartile range (IQR) | 15280 |
Descriptive statistics
| Standard deviation | 14961.131 |
|---|---|
| Coefficient of variation (CV) | 0.71335078 |
| Kurtosis | 2.2136608 |
| Mean | 20973.036 |
| Median Absolute Deviation (MAD) | 7240 |
| Skewness | 1.5460354 |
| Sum | 1.1301110 × 1010 |
| Variance | 2.2383545 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 67890 | 24506 | 4.5% |
| 47860 | 20286 | 3.8% |
| 41980 | 15274 | 2.8% |
| 38630 | 13356 | 2.5% |
| 17960 | 12465 | 2.3% |
| 28810 | 12221 | 2.3% |
| 34300 | 10588 | 2.0% |
| 36040 | 10064 | 1.9% |
| 28390 | 9752 | 1.8% |
| 29530 | 9300 | 1.7% |
| Other values (135) | 401028 |
| Value | Count | Frequency (%) |
| 50 | 46 | < 0.1% |
| 420 | 142 | < 0.1% |
| 460 | 89 | < 0.1% |
| 570 | 175 | |
| 710 | 313 | |
| 760 | 420 | |
| 990 | 321 | |
| 1110 | 99 | < 0.1% |
| 1240 | 215 | |
| 1410 | 115 | < 0.1% |
| Value | Count | Frequency (%) |
| 67890 | 24506 | |
| 47860 | 20286 | |
| 41980 | 15274 | |
| 38630 | 13356 | |
| 36040 | 10064 | |
| 34300 | 10588 | |
| 29590 | 6958 | 1.3% |
| 29530 | 9300 | 1.7% |
| 28810 | 12221 | |
| 28390 | 9752 | 1.8% |
male_female_ratio
Real number (ℝ)
| Distinct | 154 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 200 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9714201 |
| Minimum | 0.625 |
|---|---|
| Maximum | 1.2362385 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 MiB |
Quantile statistics
| Minimum | 0.625 |
|---|---|
| 5-th percentile | 0.89095128 |
| Q1 | 0.95517634 |
| median | 0.97747976 |
| Q3 | 0.99649 |
| 95-th percentile | 1.0329607 |
| Maximum | 1.2362385 |
| Range | 0.61123853 |
| Interquartile range (IQR) | 0.04131366 |
Descriptive statistics
| Standard deviation | 0.040533059 |
|---|---|
| Coefficient of variation (CV) | 0.041725572 |
| Kurtosis | 3.0815801 |
| Mean | 0.9714201 |
| Median Absolute Deviation (MAD) | 0.022153297 |
| Skewness | -0.19392216 |
| Sum | 523440.01 |
| Variance | 0.0016429289 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9616147309 | 24506 | 4.5% |
| 1.003985735 | 20286 | 3.8% |
| 0.9551763367 | 15274 | 2.8% |
| 0.9774797571 | 13356 | 2.5% |
| 0.9907152682 | 12221 | 2.3% |
| 1.010606953 | 10588 | 2.0% |
| 1.032960734 | 10064 | 1.9% |
| 0.9964899965 | 9752 | 1.8% |
| 0.9849899933 | 9300 | 1.7% |
| 0.9775147929 | 8995 | 1.7% |
| Other values (144) | 404498 |
| Value | Count | Frequency (%) |
| 0.625 | 46 | < 0.1% |
| 0.8447606727 | 2550 | |
| 0.854368932 | 2216 | |
| 0.8550295858 | 213 | < 0.1% |
| 0.8668639053 | 673 | 0.1% |
| 0.8670212766 | 100 | < 0.1% |
| 0.8756218905 | 854 | 0.2% |
| 0.8771121352 | 1278 | 0.2% |
| 0.877842755 | 4085 | |
| 0.88 | 412 | 0.1% |
| Value | Count | Frequency (%) |
| 1.236238532 | 592 | 0.1% |
| 1.174603175 | 318 | 0.1% |
| 1.115384615 | 490 | 0.1% |
| 1.103869654 | 634 | 0.1% |
| 1.086092715 | 408 | 0.1% |
| 1.076923077 | 142 | < 0.1% |
| 1.051417271 | 4536 | |
| 1.05046729 | 5598 | |
| 1.04 | 1364 | 0.3% |
| 1.038997214 | 3041 |
male_female_ratio_bins
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.2 MiB |
| 1 | |
|---|---|
| 2 | 33687 |
| 3 | 200 |
| 0 | 46 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 539040 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 505107 | |
| 2 | 33687 | 6.2% |
| 3 | 200 | < 0.1% |
| 0 | 46 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 505107 | |
| 2 | 33687 | 6.2% |
| 3 | 200 | < 0.1% |
| 0 | 46 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 505107 | |
| 2 | 33687 | 6.2% |
| 3 | 200 | < 0.1% |
| 0 | 46 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 539040 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 505107 | |
| 2 | 33687 | 6.2% |
| 3 | 200 | < 0.1% |
| 0 | 46 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 539040 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 505107 | |
| 2 | 33687 | 6.2% |
| 3 | 200 | < 0.1% |
| 0 | 46 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 539040 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 505107 | |
| 2 | 33687 | 6.2% |
| 3 | 200 | < 0.1% |
| 0 | 46 | < 0.1% |
population_bins
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.2 MiB |
| 0 | |
|---|---|
| 1 | |
| 2 | |
| 3 | 200 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 539040 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 377740 | |
| 1 | 116308 | 21.6% |
| 2 | 44792 | 8.3% |
| 3 | 200 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 377740 | |
| 1 | 116308 | 21.6% |
| 2 | 44792 | 8.3% |
| 3 | 200 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 377740 | |
| 1 | 116308 | 21.6% |
| 2 | 44792 | 8.3% |
| 3 | 200 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 539040 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 377740 | |
| 1 | 116308 | 21.6% |
| 2 | 44792 | 8.3% |
| 3 | 200 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 539040 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 377740 | |
| 1 | 116308 | 21.6% |
| 2 | 44792 | 8.3% |
| 3 | 200 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 539040 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 377740 | |
| 1 | 116308 | 21.6% |
| 2 | 44792 | 8.3% |
| 3 | 200 | < 0.1% |
month
Categorical
| Distinct | 251 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.2 MiB |
| 2010-07 | 3651 |
|---|---|
| 2010-06 | 3499 |
| 2001-10 | 3449 |
| 2009-10 | 3414 |
| 2001-07 | 3337 |
| Other values (246) |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 3773280 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2001-08 |
|---|---|
| 2nd row | 2002-09 |
| 3rd row | 2020-10 |
| 4th row | 2010-10 |
| 5th row | 2002-08 |
Common Values
| Value | Count | Frequency (%) |
| 2010-07 | 3651 | 0.7% |
| 2010-06 | 3499 | 0.6% |
| 2001-10 | 3449 | 0.6% |
| 2009-10 | 3414 | 0.6% |
| 2001-07 | 3337 | 0.6% |
| 2002-01 | 3329 | 0.6% |
| 2001-11 | 3289 | 0.6% |
| 2001-06 | 3282 | 0.6% |
| 2010-08 | 3278 | 0.6% |
| 2000-11 | 3264 | 0.6% |
| Other values (241) | 505248 |
Length
| Value | Count | Frequency (%) |
| 2010-07 | 3651 | 0.7% |
| 2010-06 | 3499 | 0.6% |
| 2001-10 | 3449 | 0.6% |
| 2009-10 | 3414 | 0.6% |
| 2001-07 | 3337 | 0.6% |
| 2002-01 | 3329 | 0.6% |
| 2001-11 | 3289 | 0.6% |
| 2001-06 | 3282 | 0.6% |
| 2010-08 | 3278 | 0.6% |
| 2000-11 | 3264 | 0.6% |
| Other values (241) | 505248 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1387290 | |
| 2 | 695849 | |
| - | 539040 | 14.3% |
| 1 | 495528 | 13.1% |
| 9 | 98918 | 2.6% |
| 7 | 95938 | 2.5% |
| 8 | 95520 | 2.5% |
| 6 | 93540 | 2.5% |
| 5 | 91911 | 2.4% |
| 3 | 91099 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3234240 | |
| Dash Punctuation | 539040 | 14.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1387290 | |
| 2 | 695849 | |
| 1 | 495528 | 15.3% |
| 9 | 98918 | 3.1% |
| 7 | 95938 | 3.0% |
| 8 | 95520 | 3.0% |
| 6 | 93540 | 2.9% |
| 5 | 91911 | 2.8% |
| 3 | 91099 | 2.8% |
| 4 | 88647 | 2.7% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 539040 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3773280 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1387290 | |
| 2 | 695849 | |
| - | 539040 | 14.3% |
| 1 | 495528 | 13.1% |
| 9 | 98918 | 2.6% |
| 7 | 95938 | 2.5% |
| 8 | 95520 | 2.5% |
| 6 | 93540 | 2.5% |
| 5 | 91911 | 2.4% |
| 3 | 91099 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3773280 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1387290 | |
| 2 | 695849 | |
| - | 539040 | 14.3% |
| 1 | 495528 | 13.1% |
| 9 | 98918 | 2.6% |
| 7 | 95938 | 2.5% |
| 8 | 95520 | 2.5% |
| 6 | 93540 | 2.5% |
| 5 | 91911 | 2.4% |
| 3 | 91099 | 2.4% |
town
Categorical
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.2 MiB |
| woodlands | |
|---|---|
| tampines | |
| jurong west | |
| yishun | |
| bedok | |
| Other values (21) |
Length
| Max length | 15 |
|---|---|
| Median length | 12 |
| Mean length | 9.1008886 |
| Min length | 5 |
Characters and Unicode
| Total characters | 4905743 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | pasir ris |
|---|---|
| 2nd row | pasir ris |
| 3rd row | pasir ris |
| 4th row | pasir ris |
| 5th row | pasir ris |
Common Values
| Value | Count | Frequency (%) |
| woodlands | 48807 | 9.1% |
| tampines | 42733 | 7.9% |
| jurong west | 41019 | 7.6% |
| yishun | 35734 | 6.6% |
| bedok | 34440 | 6.4% |
| hougang | 29776 | 5.5% |
| ang mo kio | 27778 | 5.2% |
| choa chu kang | 24882 | 4.6% |
| sengkang | 24215 | 4.5% |
| bukit batok | 24172 | 4.5% |
| Other values (16) | 205484 |
Length
| Value | Count | Frequency (%) |
| bukit | 64055 | 7.9% |
| jurong | 54762 | 6.8% |
| woodlands | 48807 | 6.0% |
| tampines | 42733 | 5.3% |
| west | 41019 | 5.1% |
| yishun | 35734 | 4.4% |
| bedok | 34440 | 4.3% |
| hougang | 29776 | 3.7% |
| kio | 27778 | 3.4% |
| mo | 27778 | 3.4% |
| Other values (26) | 401372 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 515185 | 10.5% |
| n | 493635 | 10.1% |
| o | 424314 | 8.6% |
| g | 327661 | 6.7% |
| s | 296059 | 6.0% |
| e | 290393 | 5.9% |
| 269214 | 5.5% | |
| i | 240269 | 4.9% |
| t | 238477 | 4.9% |
| u | 237682 | 4.8% |
| Other values (14) | 1572854 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4622594 | |
| Space Separator | 269214 | 5.5% |
| Other Punctuation | 13935 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 515185 | 11.1% |
| n | 493635 | 10.7% |
| o | 424314 | 9.2% |
| g | 327661 | 7.1% |
| s | 296059 | 6.4% |
| e | 290393 | 6.3% |
| i | 240269 | 5.2% |
| t | 238477 | 5.2% |
| u | 237682 | 5.1% |
| k | 213477 | 4.6% |
| Other values (12) | 1345442 |
Space Separator
| Value | Count | Frequency (%) |
| 269214 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 13935 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4622594 | |
| Common | 283149 | 5.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 515185 | 11.1% |
| n | 493635 | 10.7% |
| o | 424314 | 9.2% |
| g | 327661 | 7.1% |
| s | 296059 | 6.4% |
| e | 290393 | 6.3% |
| i | 240269 | 5.2% |
| t | 238477 | 5.2% |
| u | 237682 | 5.1% |
| k | 213477 | 4.6% |
| Other values (12) | 1345442 |
Common
| Value | Count | Frequency (%) |
| 269214 | ||
| / | 13935 | 4.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4905743 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 515185 | 10.5% |
| n | 493635 | 10.1% |
| o | 424314 | 8.6% |
| g | 327661 | 6.7% |
| s | 296059 | 6.0% |
| e | 290393 | 5.9% |
| 269214 | 5.5% | |
| i | 240269 | 4.9% |
| t | 238477 | 4.9% |
| u | 237682 | 4.8% |
| Other values (14) | 1572854 |
flat_type
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.2 MiB |
| 4-room | |
|---|---|
| 3-room | |
| 5-room | |
| executive | |
| 2-room | 5664 |
| Other values (2) | 583 |
Length
| Max length | 16 |
|---|---|
| Median length | 6 |
| Mean length | 6.2319605 |
| Min length | 6 |
Characters and Unicode
| Total characters | 3359276 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4-room |
|---|---|
| 2nd row | 4-room |
| 3rd row | executive |
| 4th row | 4-room |
| 5th row | 4-room |
Common Values
| Value | Count | Frequency (%) |
| 4-room | 211801 | |
| 3-room | 156929 | |
| 5-room | 123141 | |
| executive | 40922 | 7.6% |
| 2-room | 5664 | 1.1% |
| 1-room | 356 | 0.1% |
| multi-generation | 227 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4-room | 211801 | |
| 3-room | 156929 | |
| 5-room | 123141 | |
| executive | 40922 | 7.6% |
| 2-room | 5664 | 1.1% |
| 1-room | 356 | 0.1% |
| multi-generation | 227 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 996009 | |
| - | 498118 | |
| r | 498118 | |
| m | 498118 | |
| 4 | 211801 | 6.3% |
| 3 | 156929 | 4.7% |
| e | 123220 | 3.7% |
| 5 | 123141 | 3.7% |
| i | 41376 | 1.2% |
| t | 41376 | 1.2% |
| Other values (10) | 171070 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2363267 | |
| Dash Punctuation | 498118 | 14.8% |
| Decimal Number | 497891 | 14.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 996009 | |
| r | 498118 | |
| m | 498118 | |
| e | 123220 | 5.2% |
| i | 41376 | 1.8% |
| t | 41376 | 1.8% |
| u | 41149 | 1.7% |
| c | 40922 | 1.7% |
| x | 40922 | 1.7% |
| v | 40922 | 1.7% |
| Other values (4) | 1135 | < 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 211801 | |
| 3 | 156929 | |
| 5 | 123141 | |
| 2 | 5664 | 1.1% |
| 1 | 356 | 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 498118 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2363267 | |
| Common | 996009 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 996009 | |
| r | 498118 | |
| m | 498118 | |
| e | 123220 | 5.2% |
| i | 41376 | 1.8% |
| t | 41376 | 1.8% |
| u | 41149 | 1.7% |
| c | 40922 | 1.7% |
| x | 40922 | 1.7% |
| v | 40922 | 1.7% |
| Other values (4) | 1135 | < 0.1% |
Common
| Value | Count | Frequency (%) |
| - | 498118 | |
| 4 | 211801 | |
| 3 | 156929 | 15.8% |
| 5 | 123141 | 12.4% |
| 2 | 5664 | 0.6% |
| 1 | 356 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3359276 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 996009 | |
| - | 498118 | |
| r | 498118 | |
| m | 498118 | |
| 4 | 211801 | 6.3% |
| 3 | 156929 | 4.7% |
| e | 123220 | 3.7% |
| 5 | 123141 | 3.7% |
| i | 41376 | 1.2% |
| t | 41376 | 1.2% |
| Other values (10) | 171070 | 5.1% |
block
Categorical
| Distinct | 2475 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.2 MiB |
| 1 | 2097 |
|---|---|
| 2 | 2052 |
| 101 | 1776 |
| 4 | 1764 |
| 113 | 1764 |
| Other values (2470) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 2.9713045 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1601652 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 13 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 440 |
|---|---|
| 2nd row | 473 |
| 3rd row | 220 |
| 4th row | 474 |
| 5th row | 751 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2097 | 0.4% |
| 2 | 2052 | 0.4% |
| 101 | 1776 | 0.3% |
| 4 | 1764 | 0.3% |
| 113 | 1764 | 0.3% |
| 110 | 1751 | 0.3% |
| 114 | 1745 | 0.3% |
| 108 | 1711 | 0.3% |
| 107 | 1706 | 0.3% |
| 8 | 1659 | 0.3% |
| Other values (2465) | 521015 |
Length
| Value | Count | Frequency (%) |
| 1 | 2097 | 0.4% |
| 2 | 2052 | 0.4% |
| 101 | 1776 | 0.3% |
| 113 | 1764 | 0.3% |
| 4 | 1764 | 0.3% |
| 110 | 1751 | 0.3% |
| 114 | 1745 | 0.3% |
| 108 | 1711 | 0.3% |
| 107 | 1706 | 0.3% |
| 8 | 1659 | 0.3% |
| Other values (2465) | 521015 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 234732 | |
| 2 | 200947 | |
| 3 | 169824 | |
| 4 | 163842 | |
| 6 | 153148 | |
| 5 | 150386 | |
| 7 | 128100 | |
| 0 | 120763 | |
| 8 | 111731 | |
| 9 | 86758 | 5.4% |
| Other values (11) | 81421 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1520231 | |
| Uppercase Letter | 81421 | 5.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 26660 | |
| B | 22912 | |
| C | 17318 | |
| D | 10195 | 12.5% |
| E | 1974 | 2.4% |
| F | 1025 | 1.3% |
| G | 737 | 0.9% |
| H | 320 | 0.4% |
| J | 156 | 0.2% |
| M | 68 | 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 234732 | |
| 2 | 200947 | |
| 3 | 169824 | |
| 4 | 163842 | |
| 6 | 153148 | |
| 5 | 150386 | |
| 7 | 128100 | |
| 0 | 120763 | |
| 8 | 111731 | |
| 9 | 86758 | 5.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1520231 | |
| Latin | 81421 | 5.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 26660 | |
| B | 22912 | |
| C | 17318 | |
| D | 10195 | 12.5% |
| E | 1974 | 2.4% |
| F | 1025 | 1.3% |
| G | 737 | 0.9% |
| H | 320 | 0.4% |
| J | 156 | 0.2% |
| M | 68 | 0.1% |
Common
| Value | Count | Frequency (%) |
| 1 | 234732 | |
| 2 | 200947 | |
| 3 | 169824 | |
| 4 | 163842 | |
| 6 | 153148 | |
| 5 | 150386 | |
| 7 | 128100 | |
| 0 | 120763 | |
| 8 | 111731 | |
| 9 | 86758 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1601652 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 234732 | |
| 2 | 200947 | |
| 3 | 169824 | |
| 4 | 163842 | |
| 6 | 153148 | |
| 5 | 150386 | |
| 7 | 128100 | |
| 0 | 120763 | |
| 8 | 111731 | |
| 9 | 86758 | 5.4% |
| Other values (11) | 81421 | 5.1% |
street_name
Categorical
| Distinct | 553 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.2 MiB |
| yishun ring road | 9152 |
|---|---|
| ang mo kio avenue 10 | 7342 |
| bedok reservoir road | 7095 |
| ang mo kio avenue 3 | 6383 |
| hougang avenue 8 | 5127 |
| Other values (548) |
Length
| Max length | 25 |
|---|---|
| Median length | 22 |
| Mean length | 17.301354 |
| Min length | 9 |
Characters and Unicode
| Total characters | 9326122 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | pasir ris drive 4 |
|---|---|
| 2nd row | pasir ris drive 6 |
| 3rd row | pasir ris street 21 |
| 4th row | pasir ris drive 6 |
| 5th row | pasir ris street 71 |
Common Values
| Value | Count | Frequency (%) |
| yishun ring road | 9152 | 1.7% |
| ang mo kio avenue 10 | 7342 | 1.4% |
| bedok reservoir road | 7095 | 1.3% |
| ang mo kio avenue 3 | 6383 | 1.2% |
| hougang avenue 8 | 5127 | 1.0% |
| bedok north street 3 | 4032 | 0.7% |
| ang mo kio avenue 4 | 3970 | 0.7% |
| tampines street 21 | 3904 | 0.7% |
| bedok north road | 3712 | 0.7% |
| woodlands ring road | 3652 | 0.7% |
| Other values (543) | 484671 |
Length
| Value | Count | Frequency (%) |
| street | 163706 | 9.6% |
| avenue | 126471 | 7.4% |
| road | 90863 | 5.3% |
| drive | 47949 | 2.8% |
| west | 45046 | 2.6% |
| woodlands | 42888 | 2.5% |
| jurong | 40593 | 2.4% |
| tampines | 37862 | 2.2% |
| yishun | 35734 | 2.1% |
| bukit | 31096 | 1.8% |
| Other values (307) | 1051865 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1175033 | ||
| e | 1038593 | 11.1% |
| a | 745442 | 8.0% |
| n | 651385 | 7.0% |
| t | 626141 | 6.7% |
| r | 592318 | 6.4% |
| o | 579759 | 6.2% |
| s | 508302 | 5.5% |
| i | 377976 | 4.1% |
| u | 318772 | 3.4% |
| Other values (27) | 2712401 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7662523 | |
| Space Separator | 1175033 | 12.6% |
| Decimal Number | 487601 | 5.2% |
| Other Punctuation | 965 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1038593 | |
| a | 745442 | 9.7% |
| n | 651385 | 8.5% |
| t | 626141 | 8.2% |
| r | 592318 | 7.7% |
| o | 579759 | 7.6% |
| s | 508302 | 6.6% |
| i | 377976 | 4.9% |
| u | 318772 | 4.2% |
| d | 283540 | 3.7% |
| Other values (15) | 1940295 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 134482 | |
| 2 | 84657 | |
| 4 | 58659 | |
| 3 | 58114 | |
| 5 | 45182 | 9.3% |
| 6 | 31842 | 6.5% |
| 8 | 25426 | 5.2% |
| 7 | 21986 | 4.5% |
| 0 | 16466 | 3.4% |
| 9 | 10787 | 2.2% |
Space Separator
| Value | Count | Frequency (%) |
| 1175033 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 965 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 7662523 | |
| Common | 1663599 | 17.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1038593 | |
| a | 745442 | 9.7% |
| n | 651385 | 8.5% |
| t | 626141 | 8.2% |
| r | 592318 | 7.7% |
| o | 579759 | 7.6% |
| s | 508302 | 6.6% |
| i | 377976 | 4.9% |
| u | 318772 | 4.2% |
| d | 283540 | 3.7% |
| Other values (15) | 1940295 |
Common
| Value | Count | Frequency (%) |
| 1175033 | ||
| 1 | 134482 | 8.1% |
| 2 | 84657 | 5.1% |
| 4 | 58659 | 3.5% |
| 3 | 58114 | 3.5% |
| 5 | 45182 | 2.7% |
| 6 | 31842 | 1.9% |
| 8 | 25426 | 1.5% |
| 7 | 21986 | 1.3% |
| 0 | 16466 | 1.0% |
| Other values (2) | 11752 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9326122 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1175033 | ||
| e | 1038593 | 11.1% |
| a | 745442 | 8.0% |
| n | 651385 | 7.0% |
| t | 626141 | 6.7% |
| r | 592318 | 6.4% |
| o | 579759 | 6.2% |
| s | 508302 | 5.5% |
| i | 377976 | 4.1% |
| u | 318772 | 3.4% |
| Other values (27) | 2712401 |
storey_range
Categorical
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.2 MiB |
| 04 to 06 | |
|---|---|
| 07 to 09 | |
| 01 to 03 | |
| 10 to 12 | |
| 13 to 15 | |
| Other values (20) |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 4312320 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 01 to 03 |
|---|---|
| 2nd row | 04 to 06 |
| 3rd row | 10 to 12 |
| 4th row | 04 to 06 |
| 5th row | 04 to 06 |
Common Values
| Value | Count | Frequency (%) |
| 04 to 06 | 134068 | |
| 07 to 09 | 119555 | |
| 01 to 03 | 107840 | |
| 10 to 12 | 101653 | |
| 13 to 15 | 38554 | 7.2% |
| 16 to 18 | 15166 | 2.8% |
| 19 to 21 | 6870 | 1.3% |
| 22 to 24 | 4380 | 0.8% |
| 01 to 05 | 2693 | 0.5% |
| 06 to 10 | 2466 | 0.5% |
| Other values (15) | 5795 | 1.1% |
Length
| Value | Count | Frequency (%) |
| to | 539040 | |
| 06 | 136534 | 8.4% |
| 04 | 134068 | 8.3% |
| 07 | 119555 | 7.4% |
| 09 | 119555 | 7.4% |
| 01 | 110533 | 6.8% |
| 03 | 107840 | 6.7% |
| 10 | 104119 | 6.4% |
| 12 | 101653 | 6.3% |
| 15 | 39806 | 2.5% |
| Other values (30) | 104417 | 6.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1078080 | ||
| 0 | 836424 | |
| t | 539040 | |
| o | 539040 | |
| 1 | 441891 | |
| 6 | 152314 | 3.5% |
| 3 | 149495 | 3.5% |
| 4 | 139108 | 3.2% |
| 2 | 127433 | 3.0% |
| 9 | 126708 | 2.9% |
| Other values (3) | 182787 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2156160 | |
| Space Separator | 1078080 | |
| Lowercase Letter | 1078080 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 836424 | |
| 1 | 441891 | |
| 6 | 152314 | 7.1% |
| 3 | 149495 | 6.9% |
| 4 | 139108 | 6.5% |
| 2 | 127433 | 5.9% |
| 9 | 126708 | 5.9% |
| 7 | 121862 | 5.7% |
| 5 | 44655 | 2.1% |
| 8 | 16270 | 0.8% |
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 539040 | |
| o | 539040 |
Space Separator
| Value | Count | Frequency (%) |
| 1078080 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3234240 | |
| Latin | 1078080 | 25.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1078080 | ||
| 0 | 836424 | |
| 1 | 441891 | |
| 6 | 152314 | 4.7% |
| 3 | 149495 | 4.6% |
| 4 | 139108 | 4.3% |
| 2 | 127433 | 3.9% |
| 9 | 126708 | 3.9% |
| 7 | 121862 | 3.8% |
| 5 | 44655 | 1.4% |
Latin
| Value | Count | Frequency (%) |
| t | 539040 | |
| o | 539040 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4312320 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1078080 | ||
| 0 | 836424 | |
| t | 539040 | |
| o | 539040 | |
| 1 | 441891 | |
| 6 | 152314 | 3.5% |
| 3 | 149495 | 3.5% |
| 4 | 139108 | 3.2% |
| 2 | 127433 | 3.0% |
| 9 | 126708 | 2.9% |
| Other values (3) | 182787 | 4.2% |
floor_area_sqm
Real number (ℝ)
| Distinct | 189 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.972538 |
| Minimum | 31 |
|---|---|
| Maximum | 297 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 MiB |
Quantile statistics
| Minimum | 31 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 74 |
| median | 99 |
| Q3 | 114 |
| 95-th percentile | 144 |
| Maximum | 297 |
| Range | 266 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 25.189019 |
|---|---|
| Coefficient of variation (CV) | 0.25975415 |
| Kurtosis | -0.31237585 |
| Mean | 96.972538 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 0.29734772 |
| Sum | 52272077 |
| Variance | 634.48668 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 67 | 36232 | 6.7% |
| 104 | 26226 | 4.9% |
| 110 | 21024 | 3.9% |
| 68 | 20876 | 3.9% |
| 84 | 18640 | 3.5% |
| 121 | 17135 | 3.2% |
| 91 | 16332 | 3.0% |
| 92 | 15953 | 3.0% |
| 73 | 15425 | 2.9% |
| 103 | 15317 | 2.8% |
| Other values (179) | 335880 |
| Value | Count | Frequency (%) |
| 31 | 356 | |
| 34 | 69 | < 0.1% |
| 35 | 20 | < 0.1% |
| 37 | 2 | < 0.1% |
| 38 | 19 | < 0.1% |
| 39 | 26 | < 0.1% |
| 40 | 251 | |
| 41 | 68 | < 0.1% |
| 42 | 430 | |
| 43 | 262 |
| Value | Count | Frequency (%) |
| 297 | 1 | < 0.1% |
| 280 | 3 | |
| 266 | 4 | |
| 261 | 3 | |
| 259 | 2 | < 0.1% |
| 250 | 1 | < 0.1% |
| 249 | 3 | |
| 243 | 5 | |
| 241 | 4 | |
| 239 | 2 | < 0.1% |
flat_model
Categorical
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.2 MiB |
| model a | |
|---|---|
| improved | |
| new generation | |
| premium apartment | |
| simplified | |
| Other values (15) |
Length
| Max length | 22 |
|---|---|
| Median length | 19 |
| Mean length | 9.6175052 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5184220 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | model a |
|---|---|
| 2nd row | model a |
| 3rd row | apartment |
| 4th row | model a |
| 5th row | model a |
Common Values
| Value | Count | Frequency (%) |
| model a | 159248 | |
| improved | 142224 | |
| new generation | 97840 | |
| premium apartment | 35553 | 6.6% |
| simplified | 30780 | 5.7% |
| apartment | 22295 | 4.1% |
| standard | 22170 | 4.1% |
| maisonette | 14859 | 2.8% |
| model a2 | 9131 | 1.7% |
| dbss | 1725 | 0.3% |
| Other values (10) | 3215 | 0.6% |
Length
| Value | Count | Frequency (%) |
| model | 169291 | |
| a | 160160 | |
| improved | 142294 | |
| generation | 98067 | |
| new | 97840 | |
| apartment | 57884 | 6.9% |
| premium | 35671 | 4.2% |
| simplified | 30780 | 3.6% |
| standard | 22170 | 2.6% |
| maisonette | 15923 | 1.9% |
| Other values (12) | 14497 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 764006 | |
| m | 487761 | |
| a | 445899 | |
| o | 426707 | |
| n | 391007 | |
| d | 390542 | |
| i | 385578 | |
| r | 356902 | 6.9% |
| 305537 | 5.9% | |
| t | 269982 | 5.2% |
| Other values (14) | 960299 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4869118 | |
| Space Separator | 305537 | 5.9% |
| Decimal Number | 9565 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 764006 | |
| m | 487761 | |
| a | 445899 | |
| o | 426707 | |
| n | 391007 | |
| d | 390542 | |
| i | 385578 | |
| r | 356902 | |
| t | 269982 | 5.5% |
| p | 267043 | 5.5% |
| Other values (11) | 683691 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 9287 | |
| 1 | 278 | 2.9% |
Space Separator
| Value | Count | Frequency (%) |
| 305537 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4869118 | |
| Common | 315102 | 6.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 764006 | |
| m | 487761 | |
| a | 445899 | |
| o | 426707 | |
| n | 391007 | |
| d | 390542 | |
| i | 385578 | |
| r | 356902 | |
| t | 269982 | 5.5% |
| p | 267043 | 5.5% |
| Other values (11) | 683691 |
Common
| Value | Count | Frequency (%) |
| 305537 | ||
| 2 | 9287 | 2.9% |
| 1 | 278 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5184220 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 764006 | |
| m | 487761 | |
| a | 445899 | |
| o | 426707 | |
| n | 391007 | |
| d | 390542 | |
| i | 385578 | |
| r | 356902 | 6.9% |
| 305537 | 5.9% | |
| t | 269982 | 5.2% |
| Other values (14) | 960299 |
lease_commence_date
Real number (ℝ)
| Distinct | 54 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1989.4147 |
| Minimum | 1966 |
|---|---|
| Maximum | 2019 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.2 MiB |
Quantile statistics
| Minimum | 1966 |
|---|---|
| 5-th percentile | 1974 |
| Q1 | 1983 |
| median | 1988 |
| Q3 | 1997 |
| 95-th percentile | 2005 |
| Maximum | 2019 |
| Range | 53 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 10.256274 |
|---|---|
| Coefficient of variation (CV) | 0.0051554227 |
| Kurtosis | -0.45109548 |
| Mean | 1989.4147 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.18848978 |
| Sum | 1.0723741 × 109 |
| Variance | 105.19115 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1985 | 43376 | 8.0% |
| 1984 | 31326 | 5.8% |
| 1997 | 28346 | 5.3% |
| 1988 | 26176 | 4.9% |
| 1996 | 23782 | 4.4% |
| 1998 | 23268 | 4.3% |
| 1987 | 21670 | 4.0% |
| 1978 | 20105 | 3.7% |
| 1986 | 19205 | 3.6% |
| 1999 | 18449 | 3.4% |
| Other values (44) | 283337 |
| Value | Count | Frequency (%) |
| 1966 | 28 | < 0.1% |
| 1967 | 3773 | |
| 1968 | 1018 | 0.2% |
| 1969 | 3944 | |
| 1970 | 6272 | |
| 1971 | 4076 | |
| 1972 | 3113 | 0.6% |
| 1973 | 4423 | |
| 1974 | 6966 | |
| 1975 | 8954 |
| Value | Count | Frequency (%) |
| 2019 | 3 | < 0.1% |
| 2018 | 2 | < 0.1% |
| 2017 | 56 | < 0.1% |
| 2016 | 1676 | 0.3% |
| 2015 | 5227 | |
| 2014 | 1958 | 0.4% |
| 2013 | 3515 | |
| 2012 | 3350 | |
| 2011 | 1813 | 0.3% |
| 2010 | 1025 | 0.2% |
| resale_price | distance_to_mrt_km | population_count | adult_count | children_count | senior_citizen_count | teenager_count | young_adult_count | female_count | male_count | male_female_ratio | floor_area_sqm | lease_commence_date | mrt_counts | distance_to_mrt_bins | codes_name | male_female_ratio_bins | population_bins | town | flat_type | storey_range | flat_model | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| resale_price | 1.000 | -0.107 | 0.019 | 0.018 | 0.094 | -0.102 | 0.021 | -0.008 | 0.022 | 0.014 | -0.061 | 0.596 | 0.438 | 0.065 | 0.025 | 0.093 | 0.044 | 0.075 | 0.147 | 0.278 | 0.178 | 0.254 |
| distance_to_mrt_km | -0.107 | 1.000 | 0.054 | 0.042 | -0.031 | 0.133 | 0.055 | 0.069 | 0.052 | 0.051 | 0.049 | 0.003 | -0.177 | 0.088 | 0.931 | 0.423 | 0.155 | 0.127 | 0.366 | 0.064 | 0.038 | 0.105 |
| population_count | 0.019 | 0.054 | 1.000 | 0.998 | 0.944 | 0.721 | 0.967 | 0.970 | 0.999 | 0.999 | 0.253 | 0.217 | 0.241 | 0.111 | 0.102 | 0.306 | 0.249 | 0.886 | 0.601 | 0.101 | 0.066 | 0.171 |
| adult_count | 0.018 | 0.042 | 0.998 | 1.000 | 0.945 | 0.717 | 0.962 | 0.966 | 0.998 | 0.998 | 0.253 | 0.211 | 0.246 | 0.115 | 0.109 | 0.336 | 0.204 | 0.892 | 0.614 | 0.103 | 0.065 | 0.168 |
| children_count | 0.094 | -0.031 | 0.944 | 0.945 | 1.000 | 0.556 | 0.920 | 0.893 | 0.940 | 0.943 | 0.283 | 0.254 | 0.393 | 0.131 | 0.175 | 0.310 | 0.254 | 0.875 | 0.597 | 0.135 | 0.063 | 0.187 |
| senior_citizen_count | -0.102 | 0.133 | 0.721 | 0.717 | 0.556 | 1.000 | 0.607 | 0.666 | 0.736 | 0.712 | -0.182 | -0.093 | -0.262 | 0.109 | 0.104 | 0.284 | 0.165 | 0.578 | 0.531 | 0.090 | 0.049 | 0.141 |
| teenager_count | 0.021 | 0.055 | 0.967 | 0.962 | 0.920 | 0.607 | 1.000 | 0.973 | 0.962 | 0.970 | 0.352 | 0.287 | 0.298 | 0.126 | 0.123 | 0.371 | 0.557 | 0.929 | 0.627 | 0.141 | 0.078 | 0.189 |
| young_adult_count | -0.008 | 0.069 | 0.970 | 0.966 | 0.893 | 0.666 | 0.973 | 1.000 | 0.965 | 0.973 | 0.330 | 0.249 | 0.235 | 0.150 | 0.081 | 0.310 | 0.359 | 0.981 | 0.641 | 0.129 | 0.070 | 0.188 |
| female_count | 0.022 | 0.052 | 0.999 | 0.998 | 0.940 | 0.736 | 0.962 | 0.965 | 1.000 | 0.997 | 0.227 | 0.212 | 0.232 | 0.115 | 0.102 | 0.313 | 0.148 | 0.890 | 0.623 | 0.099 | 0.067 | 0.167 |
| male_count | 0.014 | 0.051 | 0.999 | 0.998 | 0.943 | 0.712 | 0.970 | 0.973 | 0.997 | 1.000 | 0.278 | 0.218 | 0.244 | 0.123 | 0.113 | 0.318 | 0.207 | 0.965 | 0.635 | 0.132 | 0.067 | 0.200 |
| male_female_ratio | -0.061 | 0.049 | 0.253 | 0.253 | 0.283 | -0.182 | 0.352 | 0.330 | 0.227 | 0.278 | 1.000 | 0.221 | 0.354 | 0.075 | 0.249 | 0.238 | 0.774 | 0.226 | 0.482 | 0.102 | 0.050 | 0.136 |
| floor_area_sqm | 0.596 | 0.003 | 0.217 | 0.211 | 0.254 | -0.093 | 0.287 | 0.249 | 0.212 | 0.218 | 0.221 | 1.000 | 0.500 | 0.083 | 0.063 | 0.097 | 0.037 | 0.081 | 0.196 | 0.679 | 0.055 | 0.444 |
| lease_commence_date | 0.438 | -0.177 | 0.241 | 0.246 | 0.393 | -0.262 | 0.298 | 0.235 | 0.232 | 0.244 | 0.354 | 0.500 | 1.000 | 0.148 | 0.121 | 0.245 | 0.077 | 0.193 | 0.453 | 0.289 | 0.135 | 0.408 |
| mrt_counts | 0.065 | 0.088 | 0.111 | 0.115 | 0.131 | 0.109 | 0.126 | 0.150 | 0.115 | 0.123 | 0.075 | 0.083 | 0.148 | 1.000 | 0.036 | 0.431 | 0.030 | 0.035 | 0.296 | 0.075 | 0.035 | 0.090 |
| distance_to_mrt_bins | 0.025 | 0.931 | 0.102 | 0.109 | 0.175 | 0.104 | 0.123 | 0.081 | 0.102 | 0.113 | 0.249 | 0.063 | 0.121 | 0.036 | 1.000 | 0.722 | 0.116 | 0.068 | 0.336 | 0.080 | 0.025 | 0.090 |
| codes_name | 0.093 | 0.423 | 0.306 | 0.336 | 0.310 | 0.284 | 0.371 | 0.310 | 0.313 | 0.318 | 0.238 | 0.097 | 0.245 | 0.431 | 0.722 | 1.000 | 0.122 | 0.298 | 0.619 | 0.101 | 0.059 | 0.139 |
| male_female_ratio_bins | 0.044 | 0.155 | 0.249 | 0.204 | 0.254 | 0.165 | 0.557 | 0.359 | 0.148 | 0.207 | 0.774 | 0.037 | 0.077 | 0.030 | 0.116 | 0.122 | 1.000 | 0.580 | 0.293 | 0.018 | 0.020 | 0.071 |
| population_bins | 0.075 | 0.127 | 0.886 | 0.892 | 0.875 | 0.578 | 0.929 | 0.981 | 0.890 | 0.965 | 0.226 | 0.081 | 0.193 | 0.035 | 0.068 | 0.298 | 0.580 | 1.000 | 0.554 | 0.071 | 0.074 | 0.141 |
| town | 0.147 | 0.366 | 0.601 | 0.614 | 0.597 | 0.531 | 0.627 | 0.641 | 0.623 | 0.635 | 0.482 | 0.196 | 0.453 | 0.296 | 0.336 | 0.619 | 0.293 | 0.554 | 1.000 | 0.211 | 0.072 | 0.235 |
| flat_type | 0.278 | 0.064 | 0.101 | 0.103 | 0.135 | 0.090 | 0.141 | 0.129 | 0.099 | 0.132 | 0.102 | 0.679 | 0.289 | 0.075 | 0.080 | 0.101 | 0.018 | 0.071 | 0.211 | 1.000 | 0.073 | 0.665 |
| storey_range | 0.178 | 0.038 | 0.066 | 0.065 | 0.063 | 0.049 | 0.078 | 0.070 | 0.067 | 0.067 | 0.050 | 0.055 | 0.135 | 0.035 | 0.025 | 0.059 | 0.020 | 0.074 | 0.072 | 0.073 | 1.000 | 0.113 |
| flat_model | 0.254 | 0.105 | 0.171 | 0.168 | 0.187 | 0.141 | 0.189 | 0.188 | 0.167 | 0.200 | 0.136 | 0.444 | 0.408 | 0.090 | 0.090 | 0.139 | 0.071 | 0.141 | 0.235 | 0.665 | 0.113 | 1.000 |
| resale_price | distance_to_mrt_km | mrt_counts | distance_to_mrt_bins | codes_name | population_count | adult_count | children_count | senior_citizen_count | teenager_count | young_adult_count | female_count | male_count | male_female_ratio | male_female_ratio_bins | population_bins | month | town | flat_type | block | street_name | storey_range | floor_area_sqm | flat_model | lease_commence_date | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 209700.0 | 1.137651 | 1 | 0 | EW | 59510.0 | 30090.0 | 5050.0 | 2840.0 | 8970.0 | 10450.0 | 29980.0 | 29530.0 | 0.984990 | 1 | 1 | 2001-08 | pasir ris | 4-room | 440 | pasir ris drive 4 | 01 to 03 | 118.0 | model a | 1989 |
| 1 | 204300.0 | 0.916227 | 1 | 0 | EW | 59510.0 | 30090.0 | 5050.0 | 2840.0 | 8970.0 | 10450.0 | 29980.0 | 29530.0 | 0.984990 | 1 | 1 | 2002-09 | pasir ris | 4-room | 473 | pasir ris drive 6 | 04 to 06 | 103.0 | model a | 1989 |
| 2 | 553500.0 | 1.344888 | 1 | 1 | EW | 59510.0 | 30090.0 | 5050.0 | 2840.0 | 8970.0 | 10450.0 | 29980.0 | 29530.0 | 0.984990 | 1 | 1 | 2020-10 | pasir ris | executive | 220 | pasir ris street 21 | 10 to 12 | 152.0 | apartment | 1993 |
| 3 | 315000.0 | 0.841172 | 1 | 0 | EW | 59510.0 | 30090.0 | 5050.0 | 2840.0 | 8970.0 | 10450.0 | 29980.0 | 29530.0 | 0.984990 | 1 | 1 | 2010-10 | pasir ris | 4-room | 474 | pasir ris drive 6 | 04 to 06 | 105.0 | model a | 1989 |
| 4 | 219600.0 | 1.774809 | 1 | 1 | EW | 36350.0 | 18880.0 | 3450.0 | 1550.0 | 6190.0 | 5320.0 | 18380.0 | 17970.0 | 0.977693 | 1 | 0 | 2002-08 | pasir ris | 4-room | 751 | pasir ris street 71 | 04 to 06 | 104.0 | model a | 1996 |
| 5 | 310500.0 | 1.150209 | 1 | 0 | EW | 59510.0 | 30090.0 | 5050.0 | 2840.0 | 8970.0 | 10450.0 | 29980.0 | 29530.0 | 0.984990 | 1 | 1 | 2009-04 | pasir ris | 5-room | 102 | pasir ris street 12 | 04 to 06 | 122.0 | improved | 1988 |
| 6 | 333000.0 | 0.807883 | 1 | 0 | EW | 59510.0 | 30090.0 | 5050.0 | 2840.0 | 8970.0 | 10450.0 | 29980.0 | 29530.0 | 0.984990 | 1 | 1 | 2019-03 | pasir ris | 4-room | 114 | pasir ris street 11 | 01 to 03 | 106.0 | model a | 1989 |
| 7 | 391500.0 | 0.722514 | 1 | 0 | EW | 59510.0 | 30090.0 | 5050.0 | 2840.0 | 8970.0 | 10450.0 | 29980.0 | 29530.0 | 0.984990 | 1 | 1 | 2017-02 | pasir ris | 4-room | 416 | pasir ris drive 6 | 07 to 09 | 105.0 | model a | 1989 |
| 8 | 264600.0 | 1.689087 | 1 | 1 | EW | 36350.0 | 18880.0 | 3450.0 | 1550.0 | 6190.0 | 5320.0 | 18380.0 | 17970.0 | 0.977693 | 1 | 0 | 2000-05 | pasir ris | 4-room | 746 | pasir ris street 71 | 04 to 06 | 108.0 | model a | 1996 |
| 9 | 346500.0 | 1.150209 | 1 | 0 | EW | 59510.0 | 30090.0 | 5050.0 | 2840.0 | 8970.0 | 10450.0 | 29980.0 | 29530.0 | 0.984990 | 1 | 1 | 2015-05 | pasir ris | 4-room | 102 | pasir ris street 12 | 01 to 03 | 104.0 | model a | 1988 |
| resale_price | distance_to_mrt_km | mrt_counts | distance_to_mrt_bins | codes_name | population_count | adult_count | children_count | senior_citizen_count | teenager_count | young_adult_count | female_count | male_count | male_female_ratio | male_female_ratio_bins | population_bins | month | town | flat_type | block | street_name | storey_range | floor_area_sqm | flat_model | lease_commence_date | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 539030 | NaN | 0.198486 | 1 | 0 | BP | 20240.0 | 10620.0 | 2980.0 | 860.0 | 2580.0 | 2530.0 | 10150.0 | 10090.0 | 0.994089 | 1 | 0 | 2003-04 | bukit panjang | 4-room | 605 | senja road | 13 to 15 | 99.0 | model a | 1999 |
| 539031 | NaN | 0.198486 | 1 | 0 | BP | 20240.0 | 10620.0 | 2980.0 | 860.0 | 2580.0 | 2530.0 | 10150.0 | 10090.0 | 0.994089 | 1 | 0 | 2018-10 | bukit panjang | 5-room | 605 | senja road | 28 to 30 | 120.0 | improved | 1999 |
| 539032 | NaN | 0.198486 | 1 | 0 | BP | 20240.0 | 10620.0 | 2980.0 | 860.0 | 2580.0 | 2530.0 | 10150.0 | 10090.0 | 0.994089 | 1 | 0 | 2007-08 | bukit panjang | 5-room | 605 | senja road | 04 to 06 | 120.0 | improved | 1999 |
| 539033 | NaN | 0.198486 | 1 | 0 | BP | 20240.0 | 10620.0 | 2980.0 | 860.0 | 2580.0 | 2530.0 | 10150.0 | 10090.0 | 0.994089 | 1 | 0 | 2003-12 | bukit panjang | 4-room | 605 | senja road | 07 to 09 | 99.0 | model a | 1999 |
| 539034 | NaN | 0.198486 | 1 | 0 | BP | 20240.0 | 10620.0 | 2980.0 | 860.0 | 2580.0 | 2530.0 | 10150.0 | 10090.0 | 0.994089 | 1 | 0 | 2004-02 | bukit panjang | 5-room | 605 | senja road | 04 to 06 | 120.0 | improved | 1999 |
| 539035 | NaN | 0.198486 | 1 | 0 | BP | 20240.0 | 10620.0 | 2980.0 | 860.0 | 2580.0 | 2530.0 | 10150.0 | 10090.0 | 0.994089 | 1 | 0 | 2017-05 | bukit panjang | 4-room | 605 | senja road | 01 to 03 | 99.0 | model a | 1999 |
| 539036 | NaN | 0.198486 | 1 | 0 | BP | 20240.0 | 10620.0 | 2980.0 | 860.0 | 2580.0 | 2530.0 | 10150.0 | 10090.0 | 0.994089 | 1 | 0 | 2006-08 | bukit panjang | 5-room | 605 | senja road | 10 to 12 | 121.0 | improved | 1999 |
| 539037 | NaN | 0.198486 | 1 | 0 | BP | 20240.0 | 10620.0 | 2980.0 | 860.0 | 2580.0 | 2530.0 | 10150.0 | 10090.0 | 0.994089 | 1 | 0 | 2018-10 | bukit panjang | 5-room | 605 | senja road | 04 to 06 | 120.0 | improved | 1999 |
| 539038 | NaN | 0.198486 | 1 | 0 | BP | 20240.0 | 10620.0 | 2980.0 | 860.0 | 2580.0 | 2530.0 | 10150.0 | 10090.0 | 0.994089 | 1 | 0 | 2019-04 | bukit panjang | 5-room | 605 | senja road | 10 to 12 | 120.0 | improved | 1999 |
| 539039 | NaN | 0.198486 | 1 | 0 | BP | 20240.0 | 10620.0 | 2980.0 | 860.0 | 2580.0 | 2530.0 | 10150.0 | 10090.0 | 0.994089 | 1 | 0 | 2004-07 | bukit panjang | 5-room | 605 | senja road | 04 to 06 | 121.0 | improved | 1999 |
Most frequently occurring
| resale_price | distance_to_mrt_km | mrt_counts | distance_to_mrt_bins | codes_name | population_count | adult_count | children_count | senior_citizen_count | teenager_count | young_adult_count | female_count | male_count | male_female_ratio | male_female_ratio_bins | population_bins | month | town | flat_type | block | street_name | storey_range | floor_area_sqm | flat_model | lease_commence_date | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 34200.0 | 1.213218 | 1 | 1 | EW | 10740.0 | 5770.0 | 960.0 | 1380.0 | 870.0 | 1040.0 | 5360.0 | 5380.0 | 1.003731 | 1 | 0 | 2002-01 | bukit merah | 1-room | 7 | telok blangah crescent | 04 to 06 | 31.0 | improved | 1975 | 2 |
| 1 | 46800.0 | 1.213218 | 1 | 1 | EW | 10740.0 | 5770.0 | 960.0 | 1380.0 | 870.0 | 1040.0 | 5360.0 | 5380.0 | 1.003731 | 1 | 0 | 2003-08 | bukit merah | 1-room | 7 | telok blangah crescent | 04 to 06 | 31.0 | improved | 1975 | 2 |
| 2 | 63000.0 | 0.365796 | 1 | 0 | EW | 13160.0 | 6950.0 | 1120.0 | 1850.0 | 1030.0 | 1350.0 | 6950.0 | 6210.0 | 0.893525 | 1 | 0 | 2002-10 | queenstown | 2-room | 64 | commonwealth drive | 01 to 03 | 46.0 | standard | 1969 | 2 |
| 3 | 74700.0 | 0.880617 | 1 | 0 | EW | 31120.0 | 16350.0 | 3750.0 | 1750.0 | 3720.0 | 4270.0 | 15170.0 | 15950.0 | 1.051417 | 2 | 0 | 2002-07 | jurong west | 3-room | 187 | boon lay avenue | 10 to 12 | 59.0 | improved | 1978 | 2 |
| 4 | 76500.0 | 0.438779 | 1 | 0 | CC | 15560.0 | 7990.0 | 1150.0 | 1350.0 | 1630.0 | 2510.0 | 7960.0 | 7600.0 | 0.954774 | 1 | 0 | 2000-08 | serangoon | 2-room | 8 | lorong lew lian | 10 to 12 | 44.0 | improved | 1978 | 2 |
| 5 | 90000.0 | 0.113026 | 1 | 0 | CC | 16000.0 | 8420.0 | 1370.0 | 1940.0 | 1410.0 | 1730.0 | 8350.0 | 7650.0 | 0.916168 | 1 | 0 | 2004-11 | bukit merah | 2-room | 45 | telok blangah drive | 04 to 06 | 45.0 | improved | 1976 | 2 |
| 6 | 90000.0 | 0.113026 | 1 | 0 | CC | 16000.0 | 8420.0 | 1370.0 | 1940.0 | 1410.0 | 1730.0 | 8350.0 | 7650.0 | 0.916168 | 1 | 0 | 2006-01 | bukit merah | 2-room | 45 | telok blangah drive | 04 to 06 | 45.0 | improved | 1976 | 2 |
| 7 | 90000.0 | 1.474655 | 1 | 1 | TE | 14640.0 | 7620.0 | 1100.0 | 1060.0 | 1770.0 | 2290.0 | 7180.0 | 7460.0 | 1.038997 | 2 | 0 | 2003-01 | woodlands | 3-room | 217 | marsiling crescent | 01 to 03 | 74.0 | model a | 1982 | 2 |
| 8 | 105300.0 | 1.783739 | 1 | 1 | NE | 39210.0 | 20100.0 | 2820.0 | 3980.0 | 4170.0 | 5650.0 | 20430.0 | 18780.0 | 0.919236 | 1 | 0 | 2001-10 | serangoon | 3-room | 153 | serangoon north avenue 1 | 01 to 03 | 64.0 | simplified | 1986 | 2 |
| 9 | 108000.0 | 0.201692 | 1 | 0 | NS | 13370.0 | 6970.0 | 890.0 | 2050.0 | 1110.0 | 1470.0 | 7210.0 | 6160.0 | 0.854369 | 1 | 0 | 2003-10 | toa payoh | 2-room | 120 | lorong 2 toa payoh | 04 to 06 | 40.0 | standard | 1968 | 2 |